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A causal roadmap for generating high-quality real-world evidence.
Dang LE, Gruber S, Lee H, Dahabreh IJ, Stuart EA, Williamson BD, Wyss R, Díaz I, Ghosh D, Kıcıman E, Alemayehu D, Hoffman KL, Vossen CY, Huml RA, Ravn H, Kvist K, Pratley R, Shih MC, Pennello G, Martin D, Waddy SP, Barr CE, Akacha M, Buse JB, van der Laan M, Petersen M. Dang LE, et al. Among authors: van der laan m. J Clin Transl Sci. 2023 Sep 22;7(1):e212. doi: 10.1017/cts.2023.635. eCollection 2023. J Clin Transl Sci. 2023. PMID: 37900353 Free PMC article. Review.
Evaluating and improving real-world evidence with Targeted Learning.
Gruber S, Phillips RV, Lee H, Concato J, van der Laan M. Gruber S, et al. Among authors: van der laan m. BMC Med Res Methodol. 2023 Aug 2;23(1):178. doi: 10.1186/s12874-023-01998-2. BMC Med Res Methodol. 2023. PMID: 37533017 Free PMC article.
Causal Inference for Social Network Data.
Ogburn EL, Sofrygin O, Díaz I, van der Laan MJ. Ogburn EL, et al. J Am Stat Assoc. 2024;119(545):597-611. doi: 10.1080/01621459.2022.2131557. Epub 2022 Dec 12. J Am Stat Assoc. 2024. PMID: 38800714 Free PMC article.
Crowd-sourced machine learning prediction of long COVID using data from the National COVID Cohort Collaborative.
Bergquist T, Loomba J, Pfaff E, Xia F, Zhao Z, Zhu Y, Mitchell E, Bhattacharya B, Shetty G, Munia T, Delong G, Tariq A, Butzin-Dozier Z, Ji Y, Li H, Coyle J, Shi S, Philips RV, Mertens A, Pirracchio R, van der Laan M, Colford JM Jr, Hubbard A, Gao J, Chen G, Velingker N, Li Z, Wu Y, Stein A, Huang J, Dai Z, Long Q, Naik M, Holmes J, Mowery D, Wong E, Parekh R, Getzen E, Hightower J, Blase J; Long COVID Computational Challenge Participants; N3C Consortium. Bergquist T, et al. Among authors: van der laan m. EBioMedicine. 2024 Oct;108:105333. doi: 10.1016/j.ebiom.2024.105333. Epub 2024 Sep 24. EBioMedicine. 2024. PMID: 39321500 Free PMC article.
SSRI use during acute COVID-19 and risk of long COVID among patients with depression.
Butzin-Dozier Z, Ji Y, Deshpande S, Hurwitz E, Anzalone AJ, Coyle J, Shi J, Mertens A, van der Laan MJ, Colford JM Jr, Patel RC, Hubbard AE; National COVID Cohort Collaborative (N3C) Consortium. Butzin-Dozier Z, et al. Among authors: van der laan mj. BMC Med. 2024 Oct 8;22(1):445. doi: 10.1186/s12916-024-03655-x. BMC Med. 2024. PMID: 39380062 Free PMC article.
517 results